Multiple Fault Diagnosis in a Wind Turbine Gearbox with Autoencoder Data Augmentation and KPCA Dimension Reduction
Leonardo Oldani Felix, Dionísio Henrique Carvalho de Sá Só Martins, Ulisses A. Monteiro, Luiz Antonio Vaz Pinto, Luís Tarrataca, Carlos Alfredo Orfão Martins
Topics & Concepts
AutoencoderTurbineFault (geology)Dimension (graph theory)Dimensionality reductionSolid mechanicsReduction (mathematics)Computer scienceArtificial intelligenceEngineeringPattern recognition (psychology)Materials scienceMechanical engineeringMathematicsGeologyArtificial neural networkComposite materialSeismologyGeometryPure mathematicsMachine Fault Diagnosis TechniquesFault Detection and Control SystemsEngineering Diagnostics and Reliability